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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIER1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIER1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.5
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
61.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
47.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
45.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
43.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
42.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
41.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
38.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
37.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
35.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIER1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIER1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
42.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
41.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
38.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
1.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
